|
|
Overview of multi rotor unmanned aerial vehicle transmission line inspection and obstacle avoidance technology |
LÜ Xuewei, SONG Fugen |
School of Electrical Engineering and Automation, Fuzhou University, Fuzhou 350000 |
|
|
Abstract With the rise of UAV technology, the power industry begins to use UAV for inspection, which not only improves the safety of inspection, but also improves the efficiency of inspection. The obstacle avoidance of UAV is the key to the safe operation of UAV. Under this background, this paper comprehensively introduces various obstacle avoidance methods of multi-rotor UAV. Firstly, several traditional obstacle avoidance methods are briefly introduced, such as those based on vision, radar, ultrasonic and infrared sensors and those based on columnar space. Then the obstacle avoidance method based on the spatial electromagnetic field distribution characteristics of transmission lines is introduced. By analyzing the distribution characteristics of the spatial electric field of the line, the spatial equivalent electric field intensity region is obtained, and this value is used as the main obstacle avoidance parameter. This obstacle avoidance method has the advantages of small size, light weight and high obstacle avoidance precision, which is more suitable for autonomous patrol control of large-scale UAV, and provides a safe and efficient obstacle avoidance strategy for large-scale autonomous patrol beyond line-of-sight.
|
Received: 20 August 2020
|
|
|
|
[1] 曾德智, 陈锐坚, 廖栩荣, 等. 基于四旋翼无人机的电气设备在线监测系统的设计[J]. 电气技术, 2015, 16(10): 50-54. [2] 朱邵成, 高清维, 卢一相, 等. 基于频率调谐的绝缘子识别与定位[J]. 电工技术学报, 2018, 33(23): 5573-5580. [3] 杨波, 曹雪虹, 焦良葆, 等. 改进实时目标检测算法的电力巡检鸟巢检测[J]. 电气技术, 2020, 21(5): 21-27, 32. [4] 高坤, 李昶君, 杨金波, 等. 无人机在高原山区线路巡检中的应用[J]. 电气技术, 2015, 16(4): 130-131, 133. [5] 王淏, 潘峥嵘, 朱翔. 基于双目视觉的无人机避障之研究[J]. 自动化与仪表, 2018, 33(4): 34-38. [6] 马若斌. 基于机器视觉的小型无人直升机障碍规避系统设计与实现[D]. 上海: 上海交通大学, 2011. [7] 张午阳, 章伟, 宋芳, 等. 基于深度学习的四旋翼无人机单目视觉避障方法[J]. 计算机应用, 2019, 39(4): 1001-1005. [8] 朱平, 甄子洋, 覃海群, 等. 基于立体视觉和光流的无人机避障算法研究[J]. 电光与控制, 2017, 24(12): 31-35. [9] 潘枭, 王伟, 华锡焱, 等. 基于毫米波雷达的多旋翼无人机避障技术研究[J]. 中小企业管理与科技, 2019(21): 170-172. [10] 李圆圆. 毫米波避障雷达在无人机电力线巡检中的应用研究[D]. 南京: 南京理工大学, 2014. [11] PUHALLA J S, MAIRET D W. Method and system for obstacle avoidance for a vehicle[P]. US: US8060306, 2011-11-15. [12] 林韩, 詹仁俊, 汤明文, 等.一种适用于山区电网巡检的专用无人直升机避障系统及其工作流程[P]. 中国: CN103224026A, 2013-07-31. [13] 杨忠, 李少斌, 谢婷婷, 等. 一种无人机避障控制方法[P]. 中国: CN103116360A, 2013-05-22. [14] 杨忠, 王世勇, 李少斌, 等. 用于电力巡线的无人机多重避障控制方法[P]. 中国: CN103135550A, 2013-06-05. [15] MENG Guanglei, PAN Haibing.The application of ultrasonic sensor in the obstacle avoidance of quad-rotor UAV[C]//2016 IEEE Chinese Guidance, Navigation and Control Conference (CGNCC), 2016: 976-981. [16] 陈根华, 黎嘉明, 葛旭文. 用超声波测距的四旋翼无人机三维防撞系统设计[J]. 单片机与嵌入式系统应用, 2016, 16(10): 40-43. [17] NILS G, PAUL B, SERGIO M.Obstacle detection and collision avoidance for a UAV with complementary low-cost sensors[J]. IEEE Access, 2015, 3: 599-609. [18] 董军喜. 旋转翼无人机自主避障飞行路径规划研究[D]. 兰州: 兰州理工大学, 2011. [19] 张剑, 王世勇, 陈玺, 等. 基于柱状空间和支持向量机的无人机巡线避障方法[J]. 中国电力, 2015, 48(3): 56-60, 66. [20] 徐华东, 王世勇, 杨轻, 等. 基于柱状空间和改进A*算法的无人机规避方法[J]. 测控技术, 2014, 33(7): 132-135. [21] 郑天茹, 王滨海, 王骞, 等. 一种用于无人机巡检带电导线的电场差分避障系统及方法[P]. 中国: CN102736632A, 2012-10-17. [22] 宋福根. 基于输电线路电场分布特征的无人机巡检避障策略研究[D]. 福州: 福州大学, 2017. [23] 陈绍祥, 李洁, 康腾飞. 基于电场测距的无人机电力巡线系统[J]. 单片机与嵌入式系统应用, 2018, 18(10): 83-87. [24] 郑天茹, 孙立民, 娄婷婷, 等. 无人机巡检带电导线的电场测量避障方法[J]. 山东电力技术, 2017, 44(7): 21-24. [25] 黄俊璞, 林韩, 宋福根, 等. 输电线路上方无人机巡检避障策略[J]. 电气应用, 2015, 34(23): 32-34. [26] WU Yang, LUO Yi, ZHAO Gen, et al. A novel line position recognition method in transmission line patrolling with UAV using machine learning algorithms[C]//2018 IEEE International Symposium on Electromagnetic Compatibility and 2018 IEEE Asia-Pacific Symposium on Electromagnetic Compatibility (EMC/APEMC), 2018. [27] 董晓虎, 程绳, 吴军, 等. 基于电磁场检测的输电线路无人机避障模块的设计及搭载方法研究[J]. 湖北电力, 2018, 42(5): 39-43. [28] 杨蔚, 刘玮, 赵强, 等. 电力巡线无人机机载电磁场检测系统设计[J]. 成都大学学报(自然科学版), 2017, 36(1): 76-79. [29] 王焘荣. 电力检修无人机避障策略研究[D]. 成都: 西南石油大学, 2017. [30] 吴军, 刘壮, 吴向东, 等. 直流输电线路中无人机巡检安全距离电场仿真分析[J]. 湖北电力, 2017, 41(4): 14-19. [31] 黄俊璞, 林韩, 宋福根, 等. 不同地形对高压架空线周围电场分布影响的仿真分析[J]. 电工电气, 2015(12): 6-9. [32] SONG Fugen, LIN Han.Analysis of space electric field intensity of transmission lines in the crossing area[J]. Electric Machines and Control, 2017, 21(8): 72-77. [33] 邴丽媛, 刘智, 蒋余成. 基于模糊神经网络的电力巡线无人机避障技术研究[J]. 长春理工大学学报(自然科学版), 2017, 40(3): 98-102, 107. [34] 曹浩楠, 王彬, 邹国平, 等. 基于输电线路电磁场分布的无人机测距适应性研究[J]. 浙江电力, 2019, 38(3): 65-70. [35] 刘壮, 杜勇, 陈怡, 等. ±500kV直流输电线路直线塔无人机巡检安全距离仿真与试验[J]. 高电压技术, 2019, 45(2): 426-432. [36] 冯智慧, 张雪峰, 方书博, 等. 基于三维GIS的无人机巡检航迹规划研究[J]. 高压电器, 2017, 53(8): 81-86, 93. [37] 高旭东. 无人机线路巡检安全距离的分析与测量[D]. 太原: 太原理工大学, 2019. |
|
|
|